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AWS KB Retrieval (Archived) vs io.github.CesarObedFL/aws-spapi-mcp

AWS KB Retrieval (Archived) is an MCP server published by modelcontextprotocol. Marketplaces we read that list it: 1 (Docker MCP Catalog). io.github.CesarObedFL/aws-spapi-mcp is an MCP server published by CesarObedFL. Marketplaces we read that list it: 1 (Official MCP Registry). As of our marketplace pass on 2026-10-18. This pair was picked by a reader, not by our comparison rule, so search engines are asked not to index the page.

Where each is published

Where each is published
MarketplaceAWS KB Retrieval (Archived)io.github.CesarObedFL/aws-spapi-mcp
Docker MCP Catalog Listed
Version: sha256:1522c7ffee3f
Forks (GitHub): 11 807
Pulls (Docker Hub): 22 439
Stars (Docker Hub): 6
Stars (GitHub): 91 346
Not marked · First seen
Not listed
Official MCP Registry Not listed Listed
Version: 1.0.3
Downloads/month (npm): 276
Downloads/week (npm): 54
Not marked · First seen

Each figure is the marketplace's own and is never added up across marketplaces. A marketplace that publishes no figure shows none: no number is not zero.

The facts side by side

AWS KB Retrieval (Archived) vs io.github.CesarObedFL/aws-spapi-mcp
FactAWS KB Retrieval (Archived)io.github.CesarObedFL/aws-spapi-mcp
Marketplaces that list it11
Stars (GitHub) (differs)91 346No figure on GitHub
Pulls (Docker Hub) (differs)22 439No figure on Docker Hub
Forks (GitHub) (differs)11 807No figure on GitHub
Last releaseNot publishedNot published
Where it runs (differs)On your machine (mcp/aws-kb-retrieval-server)On your machine (@cesarobedfl/aws-spapi-mcp)
Transportstdiostdio
Tools it declares (differs)1Not published
Environment variables it asks for (differs)2, secrets among them: 1Not published
Licence (differs)NOASSERTIONNot stated
Repository (differs)github.com/modelcontextprotocol/serversNot stated
Changes in the last 7 days00
First seen2026-10-112026-10-11

Lines where the two differ have a tinted background and bold values. Where the data itself says which value is better (more marketplaces, a larger figure of the same marketplace, a fresher release, a verified mark on a marketplace that lists both), the better one is also marked green with ▲ and the worse one red with ▼. Where it runs, the transport, the tools, the settings, hooks, the bundle's parts, the licence and the week's changes are marked only as different: more or fewer is not better in itself.

What each says it does

AWS KB Retrieval (Archived)

In its own words, on Docker MCP Catalog:

An MCP server implementation for retrieving information from the AWS Knowledge Base using the Bedrock Agent Runtime.

io.github.CesarObedFL/aws-spapi-mcp

In its own words, on Official MCP Registry:

MCP server for Amazon SP-API - real-time inventory health, sales metrics, and price updates

How to run each

AWS KB Retrieval (Archived) As a local MCP server: Docker image

Claude Code
claude mcp add --env "AWS_SECRET_ACCESS_KEY=<YOUR_AWS_SECRET_ACCESS_KEY>" --transport stdio aws-kb-retrieval-server -- docker run -i --rm -e AWS_SECRET_ACCESS_KEY mcp/aws-kb-retrieval-server

Requires: AWS_SECRET_ACCESS_KEY (secret)

io.github.CesarObedFL/aws-spapi-mcp As a local MCP server: npm package

Claude Code
claude mcp add --transport stdio aws-spapi-mcp -- npx -y @cesarobedfl/aws-spapi-mcp

Commands built only from what the marketplaces declare; the full set for every client is on each card.

Tools each declares

The marketplaces of io.github.CesarObedFL/aws-spapi-mcp publish no list of tools, so we do not compare tools.

Settings each asks for

The marketplaces of io.github.CesarObedFL/aws-spapi-mcp publish no settings it asks for, so we do not compare settings.

What it can do: AWS KB Retrieval (Archived) · What it can do: io.github.CesarObedFL/aws-spapi-mcp · Compare two other plugins

Data comes from the Docker MCP Catalog (desktop.docker.com/mcp/catalog) and Docker Hub. Data comes from the Official MCP Registry (registry.modelcontextprotocol.io), CC0 1.0. Figures come from our own regular passes over the marketplaces, last read on . We publish no contact details for plugin publishers.

Where the data comes from: how the catalog is built